Geekbench ML Score

203
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 23 2021 10:24 PM
Views 3

System Information

System Information
Operating System Android 12
Model Google Pixel 3 XL
Model IDGoogle Pixel 3 XL
Motherboard crosshatch
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 6 part 2050 revision 13
Base Frequency 1.77 GHz
Cluster 14 Cores @ 1.77 GHz
Cluster 24 Cores @ 2.80 GHz
Memory Information
Size 3.50 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 193
20.6 IPS
 
Image Classification (F16)
100% 191
20.5 IPS
 
Image Classification (I8)
81% 153
16.4 IPS
 
Image Segmentation (F32)
100% 268
1.65 IPS
 
Image Segmentation (F16)
100% 268
1.65 IPS
 
Image Segmentation (I8)
89% 559
3.45 IPS
 
Pose Estimation (F32)
100% 126
0.51 IPS
 
Pose Estimation (F16)
100% 126
0.51 IPS
 
Pose Estimation (I8)
80% 175
0.71 IPS
 
Object Detection (F32)
100% 181
6.36 IPS
 
Object Detection (F16)
100% 177
6.23 IPS
 
Object Detection (I8)
52% 208
7.30 IPS
 
Face Detection (F32)
100% 242
2.78 IPS
 
Face Detection (F16)
100% 243
2.79 IPS
 
Face Detection (I8)
75% 338
3.88 IPS
 
Text Classification (F32)
100% 158
62.5 IPS
 
Text Classification (F16)
100% 165
65.1 IPS
 
Machine Translation (F32)
100% 182
28.0 IPS
 
Machine Translation (F16)
100% 191
29.5 IPS
 

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